Sugeno system
Sugeno system
Sugeno fuzzy logic system is one of the two basic types of fuzzy systems. Output variable values are set as a linear combination of input variables.
Description
Unlike the Mamdani rule, an input variable value is set by a linear function from entries rather than by a fuzzy term. Fuzzy logic rule for the Sugeno algorithm can be described as follows:
where:
- X = (X1, X2, X3 … Xn) — vector of input variables;
- Y — output variable;
- a = (a1, a2, a3 … an) — vector of input variable values;
- b = (b1, b2, b3 … bn) — free term ratio in the linear function for an output value
- W — rule weight.
Class methods
| Class method | Description |
|---|---|
| Calculate | Calculates a fuzzy inference for the system |
| CreateSugenoFunction | Creates a linear Sugeno function for the system. |
| EmptyRule | Creates an empty fuzzy Sugeno rule based on the current system. |
| Output | Gets the list of fuzzy Sugeno output variables. |
| OutputByName | Gets a fuzzy Sugeno output variable by a specified name. |
| ParseRule | Creates a fuzzy Sugeno rule based on a specified line. |
| Rules | Returns the list of fuzzy rules. |
Methods inherited from class CGenericFuzzySystem
: Input, AndMethod, AndMethod, OrMethod, OrMethod, InputByName, Fuzzify
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